Publication

2026

1. IEEE ToN

   Online Request Scheduling for Quality-Aware Diffusion based AIGC Services

   Han Yang, Ying Zheng, Lei Jiao, and 2 more authors

   IEEE Trans. Networking, 2026

   Bib

   @article{ton2026no1,
     title = {Online Request Scheduling for Quality-Aware Diffusion based AIGC Services},
     author = {Yang, Han and Zheng, Ying and Jiao, Lei and Xu, Yuedong and Li, Zongpeng},
     journal = {IEEE Trans. Networking},
     year = {2026}
   }

2. 

   A Self-updating Checkpointing and Fast Failure Recovery System for Distributed LLM Training

   Leyi Ye, Zhiyi Yao, Boliang Liu, and 5 more authors

   IEEE Infocom, 2026

   Bib

   @article{infocom2026,
     title = {A Self-updating Checkpointing and Fast Failure Recovery System for Distributed LLM Training},
     author = {Ye, Leyi and Yao, Zhiyi and Liu, Boliang and Xu, Yuedong and Wang, Hui and Du, Liang and Zeng, Chuxuan and Deng, Ling},
     journal = {IEEE Infocom},
     year = {2026},
   }

3. 

   Crack in the Armor: Underlying Infrastructure Threats to RPKI Publication Point Reachability

   Yunhao Liu, Jessie Hui Wang, Yuedong Xu, and 3 more authors

   NDSS, 2026

   Bib

   @article{wang2026ndss,
     title = {Crack in the Armor: Underlying Infrastructure Threats to RPKI Publication Point Reachability},
     author = {Liu, Yunhao and Wang, Jessie Hui and Xu, Yuedong and Li, Zongpeng and Wang, Yangyang and Wang, Jilong},
     journal = {NDSS},
     year = {2026},
   }

2025

1. 

   Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix

   Ming Wen^{^}, Jiaqi Zhu^{^}, Yuedong Xu^*, and 2 more authors

   NeurIPS, 2025

   Bib

   @article{wen2025neurips,
     title = {Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix},
     author = {Wen, Ming and Zhu, Jiaqi and Xu, Yuedong and Zhou, Yipeng and Han, Dingding},
     journal = {NeurIPS},
     year = {2025},
   }

2. 

   Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters

   Zhiyi Yao^{^}, Pengbo Hu^{^}, Congcong Miao^{^}, and 8 more authors

   USENIX NSDI, 2025

   Bib

   @article{yao2025holmes,
     title = {Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters},
     author = {Yao, Zhiyi and Hu, Pengbo and Miao, Congcong and Jia, Xuya and Liang, Zuning and Xu, Yuedong and He, Chunzhi and Lu, Hao and Chen, Mingzhuo and Li, Xiang and others},
     journal = {USENIX NSDI},
     year = {2025},
   }

3. 

   PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise Prefetch

   Junyi Zhang, Chuanhu Ma, Xiong Wang, and 6 more authors

   USENIX ATC, 2025

   Bib

   @article{zhang2025popfetcher,
     title = {PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise Prefetch},
     author = {Zhang, Junyi and Ma, Chuanhu and Wang, Xiong and Nie, Yuntao and Li, Yuqing and Xu, Yuedong and Liao, Xiaofei and Li, Bo and Jin, Hai},
     journal = {USENIX ATC},
     year = {2025},
   }

4. 

   MemFerry: A Fast and Memory Efficient Offload Training Framework with Hybrid GPU Computation

   Zhiyi Yao, Zuning Liang, Yuedong Xu^*, and 3 more authors

   IEEE Infocom, 2025

   Bib

   @article{yao2025memferry,
     title = {MemFerry: A Fast and Memory Efficient Offload Training Framework with Hybrid GPU Computation},
     author = {Yao, Zhiyi and Liang, Zuning and Xu, Yuedong and Zhao, Jin and Wang, Jessie Hui and Li, Tong},
     journal = {IEEE Infocom},
     year = {2025},
   }

5. 

   Robust Contextual Combinatorial Multi-Armed Bandits for Unreliable Network Systems

   Junkai Wang, Xutong Liu^*, Jinhang Zuo, and 1 more author

   IEEE Infocom, 2025

   Bib

   @article{wang2025robust,
     title = {Robust Contextual Combinatorial Multi-Armed Bandits for Unreliable Network Systems},
     author = {Wang, Junkai and Liu, Xutong and Zuo, Jinhang and Xu, Yuedong},
     journal = {IEEE Infocom},
     year = {2025},
   }

6. IEEE ToN

   Link Prediction-Based Measurement Strategy for Efficient Topology Completeness Improvements

   Shuying Zhuang, Jessie Hui Wang, Jilong Wang, and 3 more authors

   IEEE Trans. Networking, 2025

   Bib

   @article{zhuang2025link,
     title = {Link Prediction-Based Measurement Strategy for Efficient Topology Completeness Improvements},
     author = {Zhuang, Shuying and Wang, Jessie Hui and Wang, Jilong and An, Changqing and Xu, Yuedong and Wu, Tianhao},
     journal = {IEEE Trans. Networking},
     year = {2025}
   }

7. IEEE ICDCS

   Carbon-Neutralizing Edge AI Inference for Data Streams via Model Control and Allowance Trading.

   Yining Zhang, Lei Jiao, Konglin Zhu, and 2 more authors

   IEEE ICDCS, 2025

   Bib

   @article{konglin,
     title = {Carbon-Neutralizing Edge AI Inference for Data Streams via Model Control and Allowance Trading.},
     author = {Zhang, Yining and Jiao, Lei and Zhu, Konglin and Xu, Yuedong and Zhang, Lin},
     journal = {IEEE ICDCS},
     year = {2025}
   }

2024

1. 

   Learning Context-aware Probabilistic Maximum Coverage Bandits: A Variance-adaptive Approach

   Xutong Liu, Jinhang Zuo, Junkai Wang, and 3 more authors

   IEEE Infocom, 2024

   Bib

   @article{liu2024learning,
     title = {Learning Context-aware Probabilistic Maximum Coverage Bandits: A Variance-adaptive Approach},
     author = {Liu, Xutong and Zuo, Jinhang and Wang, Junkai and Wang, Zhiyong and Xu, Yuedong and Lui, John CS},
     journal = {IEEE Infocom},
     year = {2024},
   }

2. 

   Communication Efficient Distributed Newton Method Over Unreliable Networks

   Ming Wen, Chengchang Liu, and Yuedong Xu^*

   AAAI, 2024

   Bib

   @article{wen2024communication,
     title = {Communication Efficient Distributed Newton Method Over Unreliable Networks},
     author = {Wen, Ming and Liu, Chengchang and Xu, Yuedong},
     journal = {AAAI},
     year = {2024},
   }

3. ACM MM

   Axiomvision: Accuracy-guaranteed Adaptive Visual Model Selection for Perspective-aware Video Analytics

   Xiangxiang Dai, Zeyu Zhang, Peng Yang, and 3 more authors

   ACM Multimedia, 2024

   Bib

   @article{dai2024axiomvision,
     title = {Axiomvision: Accuracy-guaranteed Adaptive Visual Model Selection for Perspective-aware Video Analytics},
     author = {Dai, Xiangxiang and Zhang, Zeyu and Yang, Peng and Xu, Yuedong and Liu, Xutong and Lui, John CS},
     journal = {ACM Multimedia},
     year = {2024}
   }

4. Elsevier JSA

   An Efficient Bandwidth-adaptive Gradient Compression Algorithm for Distributed Training of Deep Neural Networks

   Zeqin Wang, Qingyang Duan, Yuedong Xu^*, and 1 more author

   J. Syst. Archit., 2024

   Bib

   @article{wang2024efficient,
     title = {An Efficient Bandwidth-adaptive Gradient Compression Algorithm for Distributed Training of Deep Neural Networks},
     author = {Wang, Zeqin and Duan, Qingyang and Xu, Yuedong and Zhang, Liang},
     journal = {J. Syst. Archit.},
     year = {2024},
     publisher = {Elsevier}
   }

5. IEEE IWQoS

   Scheduling Generative-AI Job DAGs with Model Serving in Data Centers

   Ying Zheng, Lei Jiao, Yuedong Xu^*, and 3 more authors

   IEEE IWQoS, 2024

   Bib

   @article{zheng2024scheduling,
     title = {Scheduling Generative-AI Job DAGs with Model Serving in Data Centers},
     author = {Zheng, Ying and Jiao, Lei and Xu, Yuedong and An, Bo and Wang, Xin and Li, Zongpeng},
     journal = {IEEE IWQoS},
     year = {2024}
   }

6. IEEE ICPP

   Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks

   Ying Zheng, Lei Jiao, Han Yang, and 6 more authors

   IEEE ICPP, 2024

   Bib

   @article{zheng2024online,
     title = {Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks},
     author = {Zheng, Ying and Jiao, Lei and Yang, Han and Chen, Lulu and Liu, Ying and Wang, Yuxiao and Xu, Yuedong and Wang, Xin and Li, Zongpeng},
     journal = {IEEE ICPP},
     year = {2024}
   }

7. IEEE ICPP

   Gradient Free Personalized Federated Learning

   Haoyu Chen, Yuxin Zhang, Jin Zhao, and 2 more authors

   IEEE ICPP, 2024

   Bib

   @article{chen2024gradient,
     title = {Gradient Free Personalized Federated Learning},
     author = {Chen, Haoyu and Zhang, Yuxin and Zhao, Jin and Wang, Xin and Xu, Yuedong},
     journal = {IEEE ICPP},
     year = {2024}
   }

8. 

   Minerva: Decentralized Collaborative Query Processing over Interplanetary File System

   Zhiyi Yao, Bowen Ding, Qianlan Bai, and 1 more author

   IEEE Trans. Big Data, 2024

   Bib

   @article{yao2024minerva,
     title = {Minerva: Decentralized Collaborative Query Processing over Interplanetary File System},
     author = {Yao, Zhiyi and Ding, Bowen and Bai, Qianlan and Xu, Yuedong},
     journal = {IEEE Trans. Big Data},
     year = {2024},
   }

9. WiOpt

   A Queueing Theoretic Perspective on Low-Latency LLM Inference with Variable Token Length

   Yuqing Yang, Lei Jiao, and Yuedong Xu^*

   WiOpt, 2024

   Bib

   @article{yangwiopt,
     title = {A Queueing Theoretic Perspective on Low-Latency LLM Inference with Variable Token Length},
     author = {Yang, Yuqing and Jiao, Lei and Xu, Yuedong},
     journal = {WiOpt},
     year = {2024}
   }

2023

1. 

   Accelerating Distributed DNN Training via Transport Layer Scheduling

   Qingyang Duan, Chao Peng, Zeqin Wang, and 4 more authors

   IEEE TPDS, 2023

   Bib

   @article{duan2023accelerating,
     title = {Accelerating Distributed DNN Training via Transport Layer Scheduling},
     author = {Duan, Qingyang and Peng, Chao and Wang, Zeqin and Xu, Yuedong and Liu, Shaoteng and Wu, Jun and Lui, John CS},
     journal = {IEEE TPDS},
     year = {2023},
   }

2. 

   Blockchain Mining with Multiple Selfish Miners

   Qianlan Bai, Yuedong Xu^*, Nianyi Liu, and 1 more author

   IEEE TIFS, 2023

   Bib

   @article{bai2023blockchain,
     title = {Blockchain Mining with Multiple Selfish Miners},
     author = {Bai, Qianlan and Xu, Yuedong and Liu, Nianyi and Wang, Xin},
     journal = {IEEE TIFS},
     year = {2023},
   }

3. IEEE TNSE

   Making TCP BBR Pacing Adaptive with Domain Knowledge Assisted Reinforcement Learning

   Wenqi Pan, Yuedong Xu^*, and Shaoteng Liu

   IEEE TNSE, 2023

   Bib

   @article{pan2023making,
     title = {Making TCP BBR Pacing Adaptive with Domain Knowledge Assisted Reinforcement Learning},
     author = {Pan, Wenqi and Xu, Yuedong and Liu, Shaoteng},
     journal = {IEEE TNSE},
     year = {2023}
   }

4. Elsevier JSA

   Communication Compression Techniques in Distributed Deep Learning: A Survey

   Zeqin Wang, Ming Wen, Yuedong Xu^*, and 3 more authors

   J. Syst. Archit., 2023

   Bib

   @article{wang2023communication,
     title = {Communication Compression Techniques in Distributed Deep Learning: A Survey},
     author = {Wang, Zeqin and Wen, Ming and Xu, Yuedong and Zhou, Yipeng and Wang, Jessie Hui and Zhang, Liang},
     journal = {J. Syst. Archit.},
     year = {2023},
     publisher = {Elsevier}
   }

2022

1. 

   Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction

   Chao Xu, Jessie Hui Wang, Jilong Wang, and 5 more authors

   IEEE/ACM Trans. Networking, 2022

   Bib

   @article{xu2022offloading,
     title = {Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction},
     author = {Xu, Chao and Wang, Jessie Hui and Wang, Jilong and Yu, Tao and Zhou, Yipeng and Xu, Yuedong and Wu, Di and An, Changqing},
     journal = {IEEE/ACM Trans. Networking},
     year = {2022},
   }

2. IEEE Infocom

   Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training

   Qingyang Duan, Zeqin Wang, Yuedong Xu^*, and 2 more authors

   IEEE Infocom, 2022

   Bib

   @article{duan2022mercury,
     title = {Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training},
     author = {Duan, Qingyang and Wang, Zeqin and Xu, Yuedong and Liu, Shaoteng and Wu, Jun},
     journal = {IEEE Infocom},
     year = {2022}
   }

3. 

   Toward Packet Routing with Fully Distributed Multiagent Deep Reinforcement Learning

   Xinyu You, Xuanjie Li, Yuedong Xu^*, and 3 more authors

   IEEE TSMC: Systems, 2022

   Bib

   @article{you2020toward,
     title = {Toward Packet Routing with Fully Distributed Multiagent Deep Reinforcement Learning},
     author = {You, Xinyu and Li, Xuanjie and Xu, Yuedong and Feng, Hui and Zhao, Jin and Yan, Huaicheng},
     journal = {IEEE TSMC: Systems},
     year = {2022},
   }

4. IEEE TNSE

   

   Understanding the Benefit of Being Patient in Payment Channel Networks

   Qianlan Bai, Yuedong Xu^*, and Xin Wang

   IEEE TNSE, 2022

2021

1. 

   Enabling Practical Large-scale MIMO in WLANs with Hybrid Beamforming

   Zhe Chen, Xu Zhang, Sulei Wang, and 3 more authors

   IEEE/ACM Trans. Networking, 2021

   Bib

   @article{chen2021enabling,
     title = {Enabling Practical Large-scale MIMO in WLANs with Hybrid Beamforming},
     author = {Chen, Zhe and Zhang, Xu and Wang, Sulei and Xu, Yuedong and Xiong, Jie and Wang, Xin},
     journal = {IEEE/ACM Trans. Networking},
     year = {2021},
   }

2. 

   Enabling Robust DRL-driven Networking Systems via Teacher-Student Learning

   Ying Zheng, Lixiang Lin, Tianqi Zhang, and 4 more authors

   IEEE JSAC, 2021

   Bib

   @article{zheng2021enabling,
     title = {Enabling Robust DRL-driven Networking Systems via Teacher-Student Learning},
     author = {Zheng, Ying and Lin, Lixiang and Zhang, Tianqi and Chen, Haoyu and Duan, Qingyang and Xu, Yuedong and Wang, Xin},
     journal = {IEEE JSAC},
     year = {2021},
   }

3. 

   TyrLoc: a Low-cost Multi-technology MIMO Localization System with a Single RF Chain

   Zhihao Gu, Taiwei He, Junwei Yin, and 2 more authors

   ACM Mobisys, 2021

   Bib

   @article{gu2021tyrloc,
     title = {TyrLoc: a Low-cost Multi-technology MIMO Localization System with a Single RF Chain},
     author = {Gu, Zhihao and He, Taiwei and Yin, Junwei and Xu, Yuedong and Wu, Jun},
     journal = {ACM Mobisys},
     year = {2021},
   }

4. IEEE TMM

   Towards Real-time Video Caching at Edge Servers: A Cost-aware Deep Q-learning Solution

   Laizhong Cui, Erchao Ni, Yipeng Zhou, and 4 more authors

   IEEE Trans. Multimedia, 2021

   Bib

   @article{cui2021towards,
     title = {Towards Real-time Video Caching at Edge Servers: A Cost-aware Deep Q-learning Solution},
     author = {Cui, Laizhong and Ni, Erchao and Zhou, Yipeng and Wang, Zhi and Zhang, Lei and Liu, Jiangchuan and Xu, Yuedong},
     journal = {IEEE Trans. Multimedia},
     year = {2021}
   }

5. IEEE TCSS

   Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective

   Qianlan Bai, Chao Zhang, Nianyi Liu, and 3 more authors

   IEEE TCSS, 2021

   Bib

   @article{bai2021evolution,
     title = {Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective},
     author = {Bai, Qianlan and Zhang, Chao and Liu, Nianyi and Chen, Xiaowei and Xu, Yuedong and Wang, Xin},
     journal = {IEEE TCSS},
     year = {2021}
   }

6. IEEE Infocom

   Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking

   Ying Zheng, Haoyu Chen, Qingyang Duan, and 5 more authors

   IEEE Infocom, 2021

   Bib

   @article{zheng2021leveraging,
     title = {Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking},
     author = {Zheng, Ying and Chen, Haoyu and Duan, Qingyang and Lin, Lixiang and Shao, Yiyang and Wang, Wei and Wang, Xin and Xu, Yuedong},
     journal = {IEEE Infocom},
     year = {2021}
   }